Model comparison
Claude Sonnet 4.5 vs Gemini 2.5 Pro
Claude Sonnet 4.5 and Gemini 2.5 Pro score almost the same on the Noometry Index (44.1 vs 45.0), so choose on price, context window or the category you care about most.
Last verified . 61 shared benchmarks.
Summary
- They share 61 benchmarks with published results for both. Claude Sonnet 4.5 scores higher in 3 categories and Gemini 2.5 Pro in 7 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in long context, where Gemini 2.5 Pro leads 59.8 to 45.2.
- The biggest single-benchmark swing is ARC-AGI-1: 63.7% for Claude Sonnet 4.5 and 41% for Gemini 2.5 Pro.
- Gemini 2.5 Pro is cheaper at $1.25 / $10 per million input/output tokens, against $3 / $15 for Claude Sonnet 4.5.
- Gemini 2.5 Pro accepts more context: 1.05M tokens versus 200K.
Side by side
| Claude Sonnet 4.5 | Gemini 2.5 Pro | |
|---|---|---|
| Provider | Anthropic | |
| Noometry Index | 44.1 | 45.0 |
| Released | 2025-09-29 | 2025-03-25 |
| Weights | Proprietary | Proprietary |
| Context window | 200K | 1.05M |
| Max output | 64K | 66K |
| Input $ / M tokens | $3 | $1.25 |
| Output $ / M tokens | $15 | $10 |
| Results tracked | 73 | 78 |
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Category by category
Coding Claude Sonnet 4.5 leads
Claude Sonnet 4.5: 47.3 (#61), Gemini 2.5 Pro: 42.4 (#101)
| Benchmark | Claude Sonnet 4.5 | Gemini 2.5 Pro |
|---|---|---|
| SWE-bench Verified | 71.3% | 57.6% |
| SWE-bench Verified (bash only) | 71.4% | 53.6% |
| LMArena WebDev | 1393 | 1227 |
| SciCode | 44.7% | 42.8% |
| GSO | 14.7% | 3.9% |
| WeirdML | 47.7% | 54% |
| LMArena Coding | 1489 | 1452 |
| ALE-Bench | 796.15 | 785.52 |
| AlgoTune | 1.52 | 1.51 |
| Aider Polyglot | — | 83.1% |
| SWE-bench Multilingual | 67% | — |
| LiveBench Coding | — | 85.9% |
| CadEval | — | 64% |
Agentic & Tool Use Claude Sonnet 4.5 leads
Claude Sonnet 4.5: 38.3 (#32), Gemini 2.5 Pro: 29.2 (#88)
| Benchmark | Claude Sonnet 4.5 | Gemini 2.5 Pro |
|---|---|---|
| Terminal-Bench | 46.5% | 32.6% |
| GDPval | 42.5% | 23.3% |
| Remote Labor Index | 2.1% | 0.8% |
| τ²-bench Banking | 25.3% | 13.7% |
| DeepResearch Bench | 52.6% | 42.8% |
| LMArena Search | 1159 | 1142 |
| METR Time Horizons | 67.4% | 55.4% |
| Vending-Bench 2 | 3,839 | 573.64 |
| Berkeley Function Calling Leaderboard | 73.2% | — |
| TheAgentCompany | — | 30.3% |
| τ²-bench Airline | 72% | — |
| τ²-bench Retail | 72.4% | — |
| τ²-bench Telecom | 84.9% | — |
| Cybench | 60% | — |
| OSWorld | 62.9% | — |
| BALROG | — | 43.3% |
Reasoning Gemini 2.5 Pro leads
Claude Sonnet 4.5: 26.9 (#125), Gemini 2.5 Pro: 28.8 (#99)
| Benchmark | Claude Sonnet 4.5 | Gemini 2.5 Pro |
|---|---|---|
| ARC-AGI-2 | 13.6% | 4.9% |
| SimpleBench | 54.3% | 62.4% |
| Kagi LLM Benchmark | 57.9% | 70.3% |
| ARC-AGI-1 | 63.7% | 41% |
| CritPt | 1.1% | 2% |
| Chess Puzzles | 12% | 20% |
| EnigmaEval | 6% | 5.6% |
| LMArena Hard Prompts | 1462 | 1455 |
| DTBench | 83.2% | 82.4% |
| LMCA | 38.8% | 34.8% |
| Epoch Capabilities Index | 146.84 | 145.32 |
| ForecastBench | 61.9 | 61.3 |
| NYT Connections (extended) | 37.3% | — |
| EBR-Bench | 2.4% | — |
| LiveBench Reasoning | — | 89.8% |
| Mystery Game Puzzles | 17% | — |
| LiveBench Data Analysis | — | 79.9% |
| LiveBench | — | 82.3% |
Math Too close to call
Claude Sonnet 4.5: 32.3 (#216), Gemini 2.5 Pro: 32.5 (#213)
| Benchmark | Claude Sonnet 4.5 | Gemini 2.5 Pro |
|---|---|---|
| FrontierMath (Tiers 1-3) | 23.9% | 24.6% |
| FrontierMath Tier 4 | 2.4% | 0% |
| OTIS Mock AIME 2024-2025 | 77.8% | 84.7% |
| Omni-MATH | 55.3% | 41.6% |
| LMArena Math | 1449 | 1450 |
| MATH Level 5 | 97.7% | 95.9% |
| FrontierMath (Feb 2025 set) | 15.2% | 14.1% |
| FrontierMath Tier 4 (v1) | 4.2% | 4.2% |
| ProofBench | 19% | — |
| LiveBench Math | — | 90.2% |
Knowledge Gemini 2.5 Pro leads
Claude Sonnet 4.5: 48.4 (#76), Gemini 2.5 Pro: 56.0 (#46)
| Benchmark | Claude Sonnet 4.5 | Gemini 2.5 Pro |
|---|---|---|
| GPQA Diamond | 82.3% | 85.3% |
| Humanity's Last Exam | 13.7% | 21.6% |
| MMLU-Pro | 86.9% | 86.3% |
| Vectara Hallucination Rate | 12% | 7% |
| GPQA (HELM) | 68.6% | 74.9% |
| LMArena Expert | 1482 | 1452 |
| SimpleQA Verified | 30.7% | — |
| Confabulations | — | 10.6% |
Multimodal Gemini 2.5 Pro leads
Claude Sonnet 4.5: 34.8 (#89), Gemini 2.5 Pro: 45.2 (#18)
| Benchmark | Claude Sonnet 4.5 | Gemini 2.5 Pro |
|---|---|---|
| VPCT | 39.8% | 48% |
| LMArena Document | 1450 | 1421 |
| LMArena Vision | — | 1263 |
| GeoBench | — | 86% |
| SpatialViz-Bench | — | 44.7% |
Multilingual Gemini 2.5 Pro leads
Claude Sonnet 4.5: 53.4 (#69), Gemini 2.5 Pro: 55.3 (#31)
| Benchmark | Claude Sonnet 4.5 | Gemini 2.5 Pro |
|---|---|---|
| LMArena Non-English | 1425 | 1451 |
| LMArena Chinese | 1459 | 1507 |
| LMArena French | 1458 | 1472 |
| LMArena German | 1427 | 1487 |
| LMArena Japanese | 1390 | 1461 |
| LMArena Korean | 1403 | 1434 |
| LMArena Russian | 1437 | 1461 |
| LMArena Spanish | 1457 | 1473 |
Instruction Following Too close to call
Claude Sonnet 4.5: 75.0 (#78), Gemini 2.5 Pro: 75.0 (#75)
| Benchmark | Claude Sonnet 4.5 | Gemini 2.5 Pro |
|---|---|---|
| IFEval | 85% | 84% |
| LMArena Instruction Following | 1459 | 1437 |
| LiveBench Instruction Following | — | 80.6% |
Long Context Gemini 2.5 Pro leads
Claude Sonnet 4.5: 45.2 (#46), Gemini 2.5 Pro: 59.8 (#5)
| Benchmark | Claude Sonnet 4.5 | Gemini 2.5 Pro |
|---|---|---|
| LMArena Longer Query | 1476 | 1449 |
| Fiction.LiveBench | — | 91.7% |
Writing & Preference Claude Sonnet 4.5 leads
Claude Sonnet 4.5: 66.5 (#34), Gemini 2.5 Pro: 63.7 (#62)
| Benchmark | Claude Sonnet 4.5 | Gemini 2.5 Pro |
|---|---|---|
| LMArena Text | 1439 | 1458 |
| LMArena Creative Writing | 1442 | 1454 |
| EQ-Bench Creative Writing | 1678 | 1421 |
| WildBench | 85.4% | 85.7% |
| LMArena Multi-Turn | 1465 | 1453 |
| Short-Story Creative Writing | — | 83.8% |
| LiveBench Language | — | 67.8% |
Frequently asked questions
Is Claude Sonnet 4.5 better than Gemini 2.5 Pro?
Claude Sonnet 4.5 and Gemini 2.5 Pro score almost the same on the Noometry Index (44.1 vs 45.0), so choose on price, context window or the category you care about most.
Which is cheaper, Claude Sonnet 4.5 or Gemini 2.5 Pro?
Gemini 2.5 Pro is cheaper. It lists at $1.25 per million input tokens and $10 per million output tokens; Claude Sonnet 4.5 lists at $3 and $15.
Is Claude Sonnet 4.5 or Gemini 2.5 Pro better for coding?
Claude Sonnet 4.5 scores higher on coding benchmarks: 47.3 versus 42.4 in the Noometry coding category.
Which has the bigger context window?
Gemini 2.5 Pro does, with 1.05M tokens against 200K.
How many benchmarks do Claude Sonnet 4.5 and Gemini 2.5 Pro share?
61 benchmarks have published results for both models. Claude Sonnet 4.5 has 73 scored results on Noometry and Gemini 2.5 Pro has 78.